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Source channel @githubtrending · Post #14716 · May 17

#shell To install or update Podkop, you need to run a script. This is a beta version, so things might change often. When updating, make sure to clear your browser cache and check your settings because they might have changed. You need at least 15MB of free space on your router. If you have Getdomains installed, you should remove it. This setup helps manage your router's configuration and can improve how your network works. Always provide technical feedback if you encounter problems. https://github.com/itdoginfo/podkop

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@githubtrending · Post #15600 · 04/04/2026, 11:30 AM

#python#apple_silicon#florence2#idefics#llava#llm#local_ai#mlx#molmo#paligemma#pixtral#vision_framework#vision_language_model#vision_transformer MLX-VLM lets you run, chat with, and fine-tune Vision Language Models (VLMs) plus audio/video models on your Mac using MLX—install easily with `pip install -U mlx-vlm`. Use CLI for quick text/image/audio generation (e.g., `mlx_vlm.generate --model ... --image photo.jpg`), Gradio UI for chats, Python scripts, or a FastAPI server with OpenAI-compatible endpoints supporting multi-images/videos. Features like TurboQuant cut KV cache memory by 76%, and LoRA/QLoRA fine-tuning works on consumer hardware. You benefit by experimenting with powerful multimodal AI locally—fast, memory-efficient, no cloud costs, perfect for Mac users tweaking models affordably. https://github.com/Blaizzy/mlx-vlm